Status: Done!
Total Time
13m59s
Max Memory Usage
145M
Domain
BinaryClassification
Learn time
Train error
0.203
Predict train time
Test error
0.219
Predict test time
Log file
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supervised-learning : Main entry for supervised learning for training and testing a program on a dataset.
(learner:Program) binary-to-multi : Allows multiclass classification to be run on binary classification datasets (trivial reduction).
(multiclassLearner:Program[MulticlassClassification]) bonzaiboost-n200-d2 : 200 turns of AdaBoost.MH over two levels decision trees
(dataset:Dataset) fs50k :
(stripper:Program[Strip]) binary-utils : Validates and inspects a dataset in BinaryClassification format.
(evaluator:Program[Evaluate]) classification-evaluator : Evaluates predictions of classification datasets (discrete outputs).
doTest:
evaluate:
errorRate: 0.218559898214783
numErrors: 5497
numExamples: 25151
success: true
time: 3
predict:
predict:
success: true
time: 19
strip:
doTrain:
evaluate:
errorRate: 0.203099140462335
numErrors: 15217
numExamples: 74924
success: true
time: 7
predict:
predict:
success: true
time: 56
strip:
exitCode: 0
learn:
learn:
success: true
time: 750
success: true
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